Casca vs Moody's Analytics (2026)
The decision is between a specialist built for small business and SBA origination and a suite that puts origination beside the credit data a bank already buys. It is also where Numerated went: Moody's acquired it in November 2024 and folded it into Moody's Lending Suite, and numerated.com now opens on Moody's origination page. Casca is the specialist. Its agents run more than 100 manual steps and over 40 credit and know your business checks on SBA and small business applications, read tax returns, bank statements and rent rolls in minutes, and are used by Live Oak Bank and Huntington National Bank, the two biggest SBA 7(a) lenders by dollars and by loan count, both of which also invested. Moody's sells the suite: origination, spreading and scoring, a generative Credit Memo, monitoring and editions for small business, commercial real estate and agriculture, over a data estate covering more than 600 million entities. On disclosure the incumbent publishes more. Moody's posts its contract terms, an ISO 27001 certificate and its AI partners, Anthropic and OpenAI among them, while Casca publishes no price, no subprocessor list and no model provider.
- SBA 7(a) is the core of your book. Casca is built around small business and government guaranteed lending, and Live Oak Bank and Huntington National Bank, the largest SBA 7(a) lenders by dollar volume and by number of loans, both run it.
- You want the borrower side rebuilt too. Applications prefill from more than 30 data provider integrations and complete in under fifteen minutes, and a borrower assistant answers questions and sends reminders.
- You want a specialist whose banks have a stake. Live Oak, Huntington and Bankwell all invested in Casca's Series A, so the product is shaped by the lenders who use it.
- Speed is the measure. Banks report processing cut from months to one to four days and lead conversion up 312 percent, figures cited in an independent award rather than only by the company.
- You already buy Moody's data. Lending Suite places spreading, scoring and a generative Credit Memo beside Moody's credit data, so a memo draws on borrower, bank, deal and Moody's information in one workflow.
- You lend across asset classes. Lending Suite has editions for small business, commercial real estate and agriculture, and the origination system it absorbed from Numerated had processed over $65 billion for institutions with $3 trillion in combined assets.
- Your procurement team reads contracts first. Moody's publishes its standard Core Terms with data processing and security schedules, an ISO 27001 certificate and certification under the Global Privacy Recognition for Processors system.
- You want to know which model providers are involved. Moody's names Anthropic, OpenAI and Microsoft among its AI partners and builds Research Assistant on Microsoft Azure OpenAI.
This comparison is published by AI FinTech Index, an independent research platform that publishes independent ratings of AI vendors for financial services. Casca and Moody's Analytics are each graded against the same capability taxonomy, from each vendor's own public materials and the regulatory record, under the AI FinTech Index verification standard. No vendor pays for placement, and no vendor has reviewed this page. How this evidence is graded
Plain facts
| Casca | Moody's Analytics | |
|---|---|---|
| Primary category | Lending & Banking Operations | Credit Decisioning & Underwriting |
| Founded | 2023 | 2007 |
| Headquarters | San Francisco, California, United States | New York, New York, United States |
| Website | www.cascading.ai | www.moodys.com |
Side by Side
| Axis | C Casca |
M Moody's Analytics |
|---|---|---|
| AI Centrality | ||
| Autonomy and Oversight Model | ||
| Model Risk Management and Transparency | ||
| Operational and Outcome Evidence | ||
| AI Safety and Data Stewardship | ||
| GLBA and Data Privacy Posture | ||
| Security Certifications and Trust Center | ||
| Regulatory Status and Licensure | ||
| AI Governance and Bias Disclosure | ||
| AI Liability and Recourse | ||
| Model Supply Chain Disclosure | ||
| Core Systems and Integration Depth | ||
| Deployment Model and Data Residency | ||
| Commercial Transparency | ||
| Institution and Segment Coverage |
The short version of each
Casca
Casca runs AI native loan origination for small business and SBA lending at FDIC insured community banks, regional banks and the largest SBA lenders. Agents automate more than 100 manual steps, analyze tax returns, bank statements, financial statements and rent rolls in minutes and run over 40 credit and know your business checks, with people kept in the loop, and borrowers complete applications in under fifteen minutes. According to the AI FinTech Index, Live Oak Bank, Huntington National Bank and Bankwell Bank run the platform and invested in its $29 million Series A, led by Canapi Ventures in August 2025. Banks report automating up to 90 percent of lending workflows and cutting processing from months to one to four days. It publishes no pricing, no named integration partner and no accuracy figure.
Source: AI FinTech Index, 2026
Moody's Analytics
Moody's Analytics, the data and decision solutions division of Moody's Corporation, sells Moody's Lending Suite for commercial and small business lending: origination, automated spreading and scoring, a generative AI Credit Memo, loan operations and portfolio monitoring, with editions for small business, commercial real estate and agriculture. The origination system came from Numerated Growth Technologies, acquired in November 2024. According to the AI FinTech Index, its agentic solutions produce a complete credit memo from a context layer spanning more than 600 million entities, and its named AI partners include Anthropic, OpenAI and Microsoft. It publishes its standard Core Terms, an ISO 27001 certificate and certification under the Global Privacy Recognition for Processors system. No price is published, and its accuracy claims carry no validation method.
Source: AI FinTech Index, 2026
Common questions
What happened to Numerated?
Moody's acquired Numerated Growth Technologies in November 2024 and integrated it into Moody's Lending Suite as its loan origination system. Numerated is no longer sold under its own name, and numerated.com now opens on Moody's Lending Suite Origination page. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Is Casca or Moody's Lending Suite better for SBA lending?
Casca is built around small business and SBA 7(a) lending, and Live Oak Bank and Huntington National Bank, the largest SBA 7(a) lenders by dollar volume and by number of loans, run it. Moody's covers small business lending as one edition of a broader suite that also serves commercial real estate and agriculture, with Moody's credit data inside the workflow. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Do Casca and Moody's draft credit memos with AI?
Moody's Credit Memo uses generative AI to draft structured credit narratives from borrower, bank, deal, financial and Moody's data for underwriters to review, and Moody's states preparation falls from roughly 40 hours to about two minutes without naming the institution. Casca's agents read the application documents and run over 40 credit and know your business checks, giving lenders a structured view of each applicant rather than a published memo product. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Which publishes more about security and contracts, Casca or Moody's?
Moody's publishes more. Anyone can view its ISO 27001:2022 certificate, customers download product SOC 2 reports, and its standard Core Terms with data processing and security schedules are public. Casca's SOC certification is reported by an independent industry guide rather than published by the company, and it publishes no contract terms or subprocessor list. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Who uses Casca and Moody's Lending Suite?
Casca names Live Oak Bank, Huntington National Bank and Bankwell Bank, all three also investors, with named banks ranging from $3.4 billion to $15.3 billion in assets. Moody's publishes Lending Suite case studies from Taishin International Bank, Bank SinoPac and Brex. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Where does each publish the most, and the least?
Casca publishes most on its SBA lending customers, its workflow automation and its borrower experience, and says little about pricing, accuracy testing, the models it is built on or how customer data is kept apart. Moody's publishes most on its contract terms, its security and privacy certifications and its AI partners, and says little about pricing, accuracy testing, bias and fairness or which model runs in each workflow. Graded by AI FinTech Index against the same capability axes from each vendor's own published materials, verified October 7, 2026. No vendor pays for placement.
Related comparisons
Other published head to head assessments involving these vendors or their closest peers. The full set for this category is on the Credit Decisioning & Underwriting page.
Neither publishes a price or an accuracy figure with a method behind it, and neither publishes fairness testing for credit work in a market where SBA lending has documented approval gaps across borrower groups. The rest splits by size.
Moody's publishes its contract, and the contract is candid: accuracy warranties are disclaimed, liability is capped at twelve months of fees, the customer indemnifies Moody's for decisions based on output, and de identified customer data may be kept perpetually to improve products served to others.
Casca publishes no contract, no subprocessor list and no data boundary, and its two largest customers, Live Oak and Huntington, compete for the same SBA borrowers while both holding equity in the platform that sees their application flow. Numerated no longer exists as a separate product, so its earlier volume figures describe the system now inside Moody's Lending Suite.